Dutch midfielder Van der Vaart got Spurs off to a flying start when he finished off a stunning counter-attack before his team were reduced to 10 when Defoe was sent off for the use of a leading arm when jumping with Collins.
Martin's Paraguay have conceded only once in their four games in South Africa and were defensively solid against a Japan team that had previously looked dangerous on the counterattack.